sportowe_wizualizacja/README.md

# Football-Analytics
A visualization and predictive analytics which uses [statsbomb](https://github.com/statsbomb/open-data) data to visualizes metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot
## PassMap.ipynb
Contains the passes by a player and heatmap for the same
## Through_Ball.ipynb
pass collection of which were classification of through ball and which are assists
## predict_Xg.ipynb
A WIP module which calculates the probability of a shot being a goal.
## shot_mapping.ipynb
Mapping of where a shot had been taken from 
## 11tegen11 position map.ipynb
Average touch position of 11 starting players 
## Dribbles by player and season.ipynb
plots number of dribbles by a player in certain part of pitch and above certain threshold time and length(dribble)
## Squad age Profile.ipynb
 a Scatter plot which visualises players' Age vs minutes played data from [soccerway](https://us.soccerway.com) inspired from [petermckeever's](petermckeever.com/2019/04/creating-squad-age-profiles/) work
## 11tegen11gif.ipynb
A interactive gif passmap is created for a frequency of every 5 minutes across both half
## MovingAvg.ipynb
A Ipynb which plots moving 5 average and compares a bunch of metric from csv taken from [fbref](http://fbref.com/) inspired from [statsbomb](https://statsbomb.com/) and [Jose Perez](https://twitter.com/jcperez_/status/1203876153632677888) tweet
##PassClusters.ipynb
Code which clusters a player's passes into 25(configurable) buckets using K-means
##BDOviz.ipynb
Code to visualize the BDO votes recieved by players
added read.me filr 2019-06-04 07:05:42 +02:00			`# Football-Analytics`
citing https://github.com/statsbomb/open-data 2019-06-06 14:01:26 +02:00			`A visualization and predictive analytics which uses [statsbomb](https://github.com/statsbomb/open-data) data to visualizes metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot`
added read.me filr 2019-06-04 07:05:42 +02:00			`## PassMap.ipynb`
			`Contains the passes by a player and heatmap for the same`
Update README.md 2019-06-04 07:06:26 +02:00			`## Through_Ball.ipynb`
added read.me filr 2019-06-04 07:05:42 +02:00			`pass collection of which were classification of through ball and which are assists`
			`## predict_Xg.ipynb`
			`A WIP module which calculates the probability of a shot being a goal.`
			`## shot_mapping.ipynb`
			`Mapping of where a shot had been taken from`
info fot 11tegen11 position map.ipynb 2019-06-19 06:47:38 +02:00			`## 11tegen11 position map.ipynb`
			`Average touch position of 11 starting players`
new file added details on Dribbles by player and season.ipynb 2019-07-29 07:14:55 +02:00			`## Dribbles by player and season.ipynb`
			`plots number of dribbles by a player in certain part of pitch and above certain threshold time and length(dribble)`
updated 1 record 2019-08-02 17:13:57 +02:00			`## Squad age Profile.ipynb`
Update README.md 2019-08-02 17:14:24 +02:00			`a Scatter plot which visualises players' Age vs minutes played data from [soccerway](https://us.soccerway.com) inspired from [petermckeever's](petermckeever.com/2019/04/creating-squad-age-profiles/) work`
Update README.md 2019-10-12 10:08:58 +02:00			`## 11tegen11gif.ipynb`
			`A interactive gif passmap is created for a frequency of every 5 minutes across both half`
updated readme file for new ipynb 2019-12-09 18:37:38 +01:00			`## MovingAvg.ipynb`
minor link changes 2019-12-09 18:40:42 +01:00			`A Ipynb which plots moving 5 average and compares a bunch of metric from csv taken from [fbref](http://fbref.com/) inspired from [statsbomb](https://statsbomb.com/) and [Jose Perez](https://twitter.com/jcperez_/status/1203876153632677888) tweet`
update readme new notebook added and its gist 2020-02-29 15:18:40 +01:00			`##PassClusters.ipynb`
Update README.md 2020-02-29 16:07:03 +01:00			`Code which clusters a player's passes into 25(configurable) buckets using K-means`
			`##BDOviz.ipynb`
			`Code to visualize the BDO votes recieved by players`